Versus Causation

Versus Causation

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Unit5Disc1QDA

Correlation Versus Causation

If correlation does not imply causation, what does it imply? Are there ever any circumstances when a correlation can be interpreted as evidence for a causal connection between two variables? If yes, what circumstances?

Required Readings

Use your Warner text, Applied Statistics: From Bivariate Through Multivariate Techniques, to complete the following:

Read Chapter 7, “Bivariate Pearson Correlation,” pages 261–314. This chapter addresses the following topics:

Assumptions of Pearson’s r.

Preliminary data screening for Pearson’s r.

Statistical significance tests for Pearson’s r.

Factors influencing the magnitude and sign of Pearson’s r.

Effect-size indexes.

Interpretation of Pearson’s r values.

Read Chapter 8, “Alternative Correlation Coefficients,” pages 315–343. This chapter addresses the following topics:

Correlations for rank or ordinal scores.

Correlations for true dichotomies.

Correlations for artificial dichotomies.

Chi-square test of association.

Jia, Y., Konold, T. R., & Cornell, D. (2015). Authoritative school climate and high school dropout rates. School Psychology Quarterly. doi:10.1037/spq0000139

Anderson, C. A., & Bushman, B. J. (2001). Effects of violent video games on aggressive behavior, aggressive cognition, aggressive affect, physiological arousal, and prosocial behavior: A meta-analytic review of the scientific literature. Psychological Science, 12(5), 353–359.

Unit5Disc2QDA

Interpreting Correlations

A meta-analysis (Anderson & Bushman, 2001) reported that the average correlation between time spent playing video games ( X) and engaging in aggressive behavior ( Y) in a set of 21 well-controlled experimental studies was .19. This correlation was judged to be statistically significant. In your own words, what can you say about the nature of the relationship?

Posted: A Year AgoDue: 08/05/2018Budget: $5
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BIDS 28
OTHER QUESTIONS 10
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Report Issue
Unit5Disc1QDA

Correlation Versus Causation

If correlation does not imply causation, what does it imply? Are there ever any circumstances when a correlation can be interpreted as evidence for a causal connection between two variables? If yes, what circumstances?

Required Readings

Use your Warner text, Applied Statistics: From Bivariate Through Multivariate Techniques, to complete the following:

Read Chapter 7, “Bivariate Pearson Correlation,” pages 261–314. This chapter addresses the following topics:

Assumptions of Pearson’s r.

Preliminary data screening for Pearson’s r.

Statistical significance tests for Pearson’s r.

Factors influencing the magnitude and sign of Pearson’s r.

Effect-size indexes.

Interpretation of Pearson’s r values.

Read Chapter 8, “Alternative Correlation Coefficients,” pages 315–343. This chapter addresses the following topics:

Correlations for rank or ordinal scores.

Correlations for true dichotomies.

Correlations for artificial dichotomies.

Chi-square test of association.

Jia, Y., Konold, T. R., & Cornell, D. (2015). Authoritative school climate and high school dropout rates. School Psychology Quarterly. doi:10.1037/spq0000139

Anderson, C. A., & Bushman, B. J. (2001). Effects of violent video games on aggressive behavior, aggressive cognition, aggressive affect, physiological arousal, and prosocial behavior: A meta-analytic review of the scientific literature. Psychological Science, 12(5), 353–359.

Unit5Disc2QDA

Interpreting Correlations

A meta-analysis (Anderson & Bushman, 2001) reported that the average correlation between time spent playing video games ( X) and engaging in aggressive behavior ( Y) in a set of 21 well-controlled experimental studies was .19. This correlation was judged to be statistically significant. In your own words, what can you say about the nature of the relationship?

Posted: A Year AgoDue: 08/05/2018Budget: $5
ANSWERS 1
profile
Ceteris
5.0 (108)
4.9 (736)
Chat
a year ago
Purchase the answer to view it

blurred-text
attachment
Unit5Disc2QDA.docx
attachment
Unit5Disc1QDA.docx

BIDS 28
OTHER QUESTIONS 10
Blog ArchiveCopyright © 2019 HomeworkMarket.com Read More
Applied SciencesArchitecture and DesignBiologyBusiness & FinanceChemistryComputer ScienceGeographyGeologyEducationEngineeringEnglishEnvironmental scienceSpanishGovernmentHistoryHuman Resource ManagementInformation SystemsLawLiteratureMathematicsNursingPhysicsPolitical SciencePsychologyReadingScienceSocial Science

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